toniz / posenet-on-ios

track human poses in realtime on iOS with tensorflow-lite and opencv

Tensorflow-lite Posenet RealTime

1. Demo

2. Requirements:

• Apple Developer Program Account (Simulator doesn’t have a camera)
• Xcode 9.2
• OpenCV 3.3.1 iOS Pack
• Git LFS
• Tensorflow-lite
• any iOS device with a decent camera

3. Code reference

• Opencv Example application made for this post.

• Tensorflow Example application made for this post

• Model File: PoseNet for pose estimation download (vision model that estimates the poses of a person(s) in image or video)

• Paper: Multi-person Pose Estimation this post.

4. Installation:

git clone https://github.com/toniz/posenet-on-ios.git
cd posenet-on-ios/
pod install
open PosenetOnIOS.xcworkspace